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仅用121个参数通关10位数加法!全网狂卷Transformer参数底线
仅用121个参数通关10位数加法!全网狂卷Transformer参数底线
Transformer 到底能有多小?这场全网狂卷的加法挑战,把极限压到了 121。构建一个能完美完成 10 位数字加法的 Transformer,最少需要多少参数?这个问题源于微软研究院研究员 Di
PaperWeekly公众号 02-25
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CVPR 2026 | 数据越多越分不清真假?中科院新作破解AIGC检测悖论
CVPR 2026 | 数据越多越分不清真假?中科院新作破解AIGC检测悖论
数据翻倍性能腰斩?GAPL 用原型学习以 90.4% 准确率实现破局。在AIGC 技术快速演进的背景下,图像生成模型已经从早期的 GAN,发展到 Diffusion,再到近年来兴起的 Flow Mat
PaperWeekly公众号 02-25
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iMetaOmics正式被 PubMed 收录!
iMetaOmics正式被 PubMed 收录!
iMetaOmics被PubMed收录重磅喜讯!iMetaOmics期刊正式通过美国国家医学图书馆(NLM)严格评审,被PubMed Central(PMC)数据库全文收录!这是继被DOAJ、Cros
iMeta公众号 02-25
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iMeta高引论文 | 广东医科大学李雪萌组-解析百岁老人肠道菌群相关的色氨酸代谢物及其在健康长寿中的功能
iMeta高引论文 | 广东医科大学李雪萌组-解析百岁老人肠道菌群相关的色氨酸代谢物及其在健康长寿中的功能
百岁老人血清代谢组和微生物组分析揭示色氨酸相关代谢物对健康长寿的促进作用iMeta主页:http://www.imeta.science研究论文● 原文:iMeta (IF 33.2
iMeta公众号 02-25
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合工大宋晓辉团队Advanced Science:纳米硫锂化原位成像研究,重要进展!
合工大宋晓辉团队Advanced Science:纳米硫锂化原位成像研究,重要进展!
近日,合肥工业大学材料科学与工程学院宋晓辉副教授团队在硫锂化原位表征领域取得重要研究进展。研究利用原位透射电子显微镜(In-situ TEM)系统揭示了高能电子束对硫正极锂化动力学的显著影响,首次观测
纳米人公众号 02-25
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中科院福建物构所吴兆锋/罗格斯大学李静Adv. Opt. Mater:新型钆基金属有机框架材料!
中科院福建物构所吴兆锋/罗格斯大学李静Adv. Opt. Mater:新型钆基金属有机框架材料!
研究背景近年来,刺激响应型荧光(FL)材料凭借其在信息加密、传感检测及生物成像等领域的重要应用,受到科研界的广泛关注。在该类材料体系中,荧光金属有机框架(FL-MOFs)依托高度可调控的框架结构与丰富
纳米人公众号 02-25
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浙江大学,Nature Catalysis!
浙江大学,Nature Catalysis!
第一作者:Yanjie Fang, Mengjie Li通讯作者:Tianyi Ma, Bing Shan (单冰)通讯单位:浙江大学,澳大利亚皇家墨尔本理工大学 研究要点本研究开发了一种偶苯衍生配位
纳米人公众号 02-25
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Scienceu00A0| 利用RNA引导的桥接重组酶在人类细胞中进行可编程基因组编辑
Scienceu00A0| 利用RNA引导的桥接重组酶在人类细胞中进行可编程基因组编辑
撰文 | 林无隅CRISPR-Cas基因组编辑技术虽然彻底改变了遗传疾病的治疗前景【1】,但第一代技术依赖于DNA双链断裂(DSBs),这可能导致基因毒性和不精确的修复结果【2】。尽管碱基编辑器和先导
BioArt公众号 02-25
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Nat Mach Intell |u00A0利用高保真合成影像,实现u00A0Xu00A0射线辅助下微型医疗器械的自动化追踪与控制
Nat Mach Intell |u00A0利用高保真合成影像,实现u00A0Xu00A0射线辅助下微型医疗器械的自动化追踪与控制
在微创手术室里,医生们穿着沉重的铅衣,在充满辐射的 X 光下,靠肉眼试图在模糊、噪声巨大的屏幕上捕捉手术器械的踪迹。这种如同在暴雨浓雾中驾驶的“盲操”,不仅费时费力,更让医患双方承担着巨大的风险。长期
BioArt公众号 02-25
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专家点评Nat Cell Biol |u00A0王洋/侯宪玉/曹立合作揭示polyG蛋白聚集体的组装和清除及在神经退行性疾病中的应用前景
专家点评Nat Cell Biol |u00A0王洋/侯宪玉/曹立合作揭示polyG蛋白聚集体的组装和清除及在神经退行性疾病中的应用前景
致病性蛋白异常聚集是多种神经退行性疾病(Neurodegenerative diseases, NDs)的共同病理特征,其中神经元核内包涵体病(NIID)是一种人类NOTCH2NLC基因GGC重复扩增
BioArt公众号 02-25
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首届 “杰青” 49名获得者名单及现状
首届 “杰青” 49名获得者名单及现状
31年前的今天 -1995年2月25日正式公布首届(1994年度)国家杰出青年科学基金获得者(简称“杰青”)名单,共评选出49位青年才俊,资助额度为60万元;紧随其后的199
高分子科技公众号 02-25
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Research|大脑衰老的秘密:山西大学杜宇慧团队利用2.7万样本揭示功能与结构协同演变规律
Research|大脑衰老的秘密:山西大学杜宇慧团队利用2.7万样本揭示功能与结构协同演变规律
正常衰老会同步引发大脑功能活动与结构形态的改变,然而二者如何协同演变并最终影响不同的认知能力,其内在机制尚不清晰。山西大学计算机与信息技术学院杜宇慧教授团队,联合美国佐治亚州立大学Vince D. C
Research科学研究公众号 02-25
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Research虚拟专刊u00A0|u00A0金属有机框架材料——从设计到应用
Research虚拟专刊u00A0|u00A0金属有机框架材料——从设计到应用
Research虚拟专刊 | 金属有机框架材料——从设计到应用随着材料科学领域的不断进步,特别是金属有机框架(MOF)材料的迅速发展,MOF材料有望成为解决未来能源、资源回收及环境修复等全球性挑战的关
Research科学研究公众号 02-25
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2026国自然限项申请新规:年轻青A单独评审、长周期支持,国家人才同年度限申1项
2026国自然限项申请新规:年轻青A单独评审、长周期支持,国家人才同年度限申1项
1月19日,国家自然科学基金委员会正式发布《2026年度国家自然科学基金项目指南 》。对青年A类和青年B类限项申请进行特别规定:青年科学基金项目(A类)和青年科学基金项目(B类)申请时不计入申请和承担
中国表面工程公众号 02-25
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文献汇总|表面改性专题合集 ——《中国表面工程》2024—2025年度精选文章
文献汇总|表面改性专题合集 ——《中国表面工程》2024—2025年度精选文章
文章汇总小编整理了《中国表面工程》2024—2025 年表面改性领域的优质文章,欢迎阅读,点击标题即可查看全文。01超声表面滚压加工与离子渗氮复合强化对4Cr13不锈钢摩擦学性能的影响作者:骆小双;
中国表面工程公众号 02-25
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新发现 | 山西运城盐湖区三家庄夏商时期遗址考古发掘收获
新发现 | 山西运城盐湖区三家庄夏商时期遗址考古发掘收获
三家庄遗址位于山西省运城市盐湖区北相镇三家庄村,南距盐湖约13公里,北距涑水河约5公里。为配合盐湖高技术产业开发区地块十四考古前置,2024年10月勘探发现。因项目用地属北相镇原三家庄村,故命名为三家
中国社科院考古所中国考古网公众号 02-25
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河北行唐故郡遗址车马坑出土糟朽漆膜研究
河北行唐故郡遗址车马坑出土糟朽漆膜研究
作者:陈佳柯 赵子怡(北京科技大学科技史与文化遗产研究院,材料考古与保护教育部重点实验室);刘勇(中国社会科学院考古研究所);韩向娜 龙琛(北京科技大学科技史与文化遗产研究院,材料考古与保护教育部重点
中国社科院考古所中国考古网公众号 02-25
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何家欢 | 临潼新丰战国秦汉墓地结构研究
何家欢 | 临潼新丰战国秦汉墓地结构研究
作者:何家欢(中国社会科学院考古研究所)原文刊于:《考古学集刊》 第33集责编:昭晣 韩翰
中国社科院考古所中国考古网公众号 02-25
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【ICLR2026】缩放推理步数暴露短板:揭示并提升大语言模型中的步数泛化能力
【ICLR2026】缩放推理步数暴露短板:揭示并提升大语言模型中的步数泛化能力
来源:专知本文约1000字,建议阅读5分钟本研究对多领域的任务进行了系统性实验,发现错误并非均匀分布,而是集中在少数关键错误类型的 Token 位置上。思维链(Chain-of-thought, Co
数据派THU公众号 02-25
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原创丨多模态大模型看不清小目标?从数据到工程的优化方案
原创丨多模态大模型看不清小目标?从数据到工程的优化方案
作者:李媛媛本文约4800字,建议阅读10分钟本文介绍了多模态大模型小目标识别的痛点及分层优化方案。一、扎心场景:多模态大模型也会 “视而不见”?“图片里的微小零件编号是什么?”—— 大模型答 “未检
数据派THU公众号 02-25
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Association between oxidative balance score and benign prostatic hyperplasia: an analysis based on the NHANES from 2003 to 2008.
IF 2.6 4区 医学 Q3 ENDOCRINOLOGY & METABOLISM Pub Date : 2026-12-31 DOI: 10.1080/13685538.2025.2611694

Purpose: The pathophysiology of benign prostatic hyperplasia (BPH), a prevalent condition among aging males, remains unclear. Given emerging evidence implicating oxidative stress (OS) in prostatic pathogenesis, this study investigated the association between the comprehensive Oxidative Balance Score (OBS) and BPH prevalence.

Materials and methods: The National Health and Nutrition Examination Survey (NHANES) database was selected to determine BPH using a self-report questionnaire, and multivariate logistic regression was performed to explore the correlation between OBS and BPH. Smoothed curve fitting, threshold effect analysis, and stratified analysis were performed.

Results: The present study, which ultimately included 621 participants, showed that after adjusting for potential confounders, an increase in OBS was associated with a slightly increased risk of developing BPH compared with the lowest tertile (T1) (OR = 1.07, 95% CI: 1.02,1.13, P = 0.015; OR = 1.09, 95% CI: 1.01, 1.17, P = 0.029). Smoothed curve fitting showed that when OBS was >21, the risk of developing BPH was associated with a 27% increase in the risk (OR = 1.27, 95% CI: 1.13, 1.43).

Conclusion: This study reveals a significant non-linear association between OBS and BPH: when OBS > 21, higher OBS scores are associated with an increased risk of BPH.

Bilateral hypertensive retinopathy (grade 4): Case report and review of the literature on intravitreal injection anti-VEGF therapy.
IF 3.5 4区 医学 Q3 PERIPHERAL VASCULAR DISEASE Pub Date : 2026-12-31 DOI: 10.1080/10641963.2025.2604831

Objective: To introduce bilateral hypertensive retinopathy (HR) (grade 4) complicated with macular edema (ME) patients with binocular intravitreal injection of anti-vascular endothelial growth factor (anti-VEGF) treatment.

Methods: Three cases of hypertensive retinopathy were observed. The fundus examination was consistent with HR (grade 4). The patients received anti-VEGF intraocular injection.

Results: The patient's ME and optic nerve edema were significantly reduced, visual acuity was significantly improved, and a case of secondary choroidal neovascularization (CNV) in the fundus of HR (grade 4) was also noted.

Conclusions: The use of intravitreal anti-VEGF agents in stage IV hypertensive retinopathy appears satisfactory but not perfect. In severe cases with vitreous hemorrhage, early injection avoids vitrectomy.

A dual diacylglycerol kinase (DGK) alpha/zeta inhibitor augments the activity of human tumor infiltrating lymphocytes in in vivo and ex vivo models.
IF 6.5 2区 医学 Q1 IMMUNOLOGY Pub Date : 2026-12-31 DOI: 10.1080/2162402X.2025.2608439

Endogenous or adoptively transferred tumor-infiltrating lymphocytes (TILs) often lose their functional capacity due to the activation of intrinsic inhibitory pathways, which then limits their ability to control tumor growth. In this study, we examined the effects of blocking a key intracellular inhibitory enzyme, diacylglycerol kinase (DGK) in human T cells, using a novel inhibitor (DGKi) called INCB165451 that blocks both DGKα and DGKζ, the two primary DGK isoenzymes that negatively regulate T cells through the diacylglycerol (DAG) signaling pathway. We first evaluated the effects of the DGKi in enhancing the efficacy of adoptive human T cell transfer in a non-small cell lung cancer (NSCLC) mouse model and found that the DGKi significantly potentiated anti-tumor efficacy through multiple mechanisms, including increased intratumoral T cell infiltration, upregulation of genes associated with inflammatory responses, and reduction of TIL hypofunction, as evidenced by enhanced cytokine production following ex vivo anti-CD3 antibody stimulation. We next studied the effects of the DGKi on human TILs derived from tumor digests or studied in situ in precision-cut tumor slices of both head and neck cancer and NSCLC patient samples. After stimulation of the TILs with anti-CD3 antibodies, we found that the DGKi enhanced gene and protein expression of proinflammatory cytokines and chemokines. Finally, we demonstrated that the DGKi could augment T cell activation in human tumor slices that were stimulated by an anti-EGFR/anti-CD3 bispecific T cell engager (BiTE). These data demonstrate strong activity of the DGKi in human TILs and highlight promising potential avenues for clinical translation.

Differential expression of mitomiRs in pancreatic islet cells associated with maternal protein restriction.
IF 1.7 4区 医学 Q3 ENDOCRINOLOGY & METABOLISM Pub Date : 2026-12-31 DOI: 10.1080/19382014.2025.2610590

Objective: Mitochondria are central to energy production and cellular homeostasis. Beyond importing diverse RNAs, they also encode hundreds of their own non-coding RNAs, contributing to a complex and dynamic RNA landscape. Early-life nutritional insults, such as fetal and postnatal protein deficiency, can impair mitochondrial function and increase the long-term diabetes risk. However, the mitochondrial non-coding transcriptome of pancreatic islets, particularly its responsiveness to nutritional cues, remains largely unexplored.

Methods: We performed RNA sequencing to profile small non-coding RNAs in mitochondrial fractions of islet cells from offspring of rats exposed to low-protein (LP) or control diets during gestation and lactation and employed mRNA-miRNA network analysis to explore the potential regulatory roles of differentially expressed mitomiRs in LP-exposed pups.

Results: Protein deficiency during gestation and lactation led to a profound remodeling of the small non-coding RNA landscape in whole islets, with microRNAs and piRNAs showing the most pronounced changes. In mitochondrial fractions, LP exposure resulted in a striking shift in microRNA composition, with 33 mitomiRs detected in control islets versus 23 in LP-exposed rats, and only 5 shared between groups. Notably, ten mitomiRs were selectively depleted from the cytosol and enriched in mitochondria of LP-exposed islets. Amongst these, miR-10a-5p and miR-126a-5p, are predicted to target genes involved in mitochondrial metabolism and structural organization.

Conclusion: Early-life protein restriction triggers a highly selective reorganization of the mitomiR landscape in pancreatic islets. The identified mitomiRs may serve as regulators of mitochondrial function and intracellular signaling, potentially influencing β-cell metabolic coupling and contributing to diabetes susceptibility.

PI3Kγ inhibition drives M1 macrophage differentiation and synergizes with PD-L1 blockade to improve survival in poorly immunogenic head and neck squamous cell carcinoma.
IF 4.6 4区 医学 Q2 ONCOLOGY Pub Date : 2026-12-31 DOI: 10.1080/15384047.2025.2600701

Background: Head and neck squamous cell carcinoma (HNSCC) is the sixth most common cancer globally with high mortality rates, highlighting the urgent need for novel therapeutic strategies. We investigated the efficacy of combining phosphoinositide 3-kinase gamma (PI3Kγ) inhibition with programmed death-ligand 1 (PD-L1) blockade in a poorly immunogenic HNSCC model.

Materials and methods: Mouse bone marrow-derived macrophages (BMDMs) were differentiated and polarized in the presence or absence of the PI3Kγ inhibitor IPI-549 or culture supernatants from MOC2 cells treated with or without IPI-549. MOC2 cells were orthotopically injected into C57BL/6 mice, and treated with anti-PD-L1, IPI-549, combined anti-PD-L1 and IPI-549 or vehicle control. Tumor burden, survival, and immunological responses were evaluated.

Results and conclusion: Dual inhibition of PI3Kγ (using IPI-549) and PD-L1 demonstrated nearly significant reduction in primary tumor burden and significantly increased survival compared to single or control treatments. PI3Kγ inhibition promoted macrophage differentiation toward an antitumoral M1 phenotype. In the bone marrow, dual therapy significantly increased MHC-II expression across various myeloid cell subsets and effectively normalized myelopoiesis. Notably, combination therapy increased CD8+ T-cell infiltration into tumors while decreasing T-cell exhaustion marker (LAG-3, CTLA-4, and TIM-3) and protumoral cytokine (IL-4). Combined PI3Kγ and PD-L1 inhibition offers a promising strategy for treating poorly immunogenic HNSCC by simultaneously targeting multiple immunosuppressive mechanisms. These findings provide a strong rationale for combining PI3Kγ and PD-L1 inhibitors as a therapeutic strategy for poorly immunogenic HNSCC, potentially improving clinical outcomes for patients.

Beyond the classroom: a qualitative study of voluntary home visits to older adults as a tool for empathy and professional growth in medical students.
IF 3.8 2区 医学 Q1 EDUCATION & EDUCATIONAL RESEARCH Pub Date : 2026-12-31 DOI: 10.1080/10872981.2025.2605378

Global populations are rapidly aging, posing significant challenges. Yet, ageism among clinicians and medical students persists, undermining empathy and care quality. Traditional short-term educational efforts have limited effect; sustained, relationship-based programs hold promise but remain understudied. To address this, we implemented a year-long service-learning project, where first-year medical students visit elderly individuals at their homes to engage in light physical activities and discuss life challenges. This qualitative study examines the project's impact on first, second, and third-year medical students.From August to October 2020, we recruited, via convenience sampling, first-year medical students of three consecutive cohorts (n = 313) that completed ten home visits with older adults; of these sixty (19%) students participated in focus groups/interviews and 128 (41%) submitted reflective assignments. Data was manually analyzed using Braun and Clarke's six-phase reflexive thematic approach until saturation. We adhered to the COREQ (Consolidated Criteria for Reporting Qualitative Research) checklist.Three major themes and seven sub-themes emerged. First, building trusting patient-physician relationships, characterized by empathy, trust, and effective communication, alongside a balance between physician responsibility and patient autonomy. Second, embracing uncertainty and holistic care, which involved navigating medical ambiguity and integrating psychosocial dimensions into clinical reasoning. Third, reflecting on vulnerability, aging, and mortality, encompassing the emotional impact of disability and decline; reframing aging positively; and processing experiences of death and loss. Participants described profound shifts in their perspectives on aging, care relationships, and their professional identities; changes that persisted throughout their pre-clinical training. To conclude, early and sustained engagement with older adults in their home environment through a structured service-learning project enhanced medical students' professional development, empathy, and attitudes toward aging. Incorporating similar programs into medical education curricula may provide substantial pedagogical benefits. Future research should assess long-term impacts on career choices and care quality.

Bile salt hydrolase activity as a rational target for MASLD therapy.
IF 11 1区 医学 Q1 GASTROENTEROLOGY & HEPATOLOGY Pub Date : 2026-12-31 DOI: 10.1080/19490976.2025.2608437

Metabolic dysfunction-associated steatotic liver disease (MASLD) is the most prevalent chronic liver disease in the United States, yet therapeutic options remain limited. Emerging evidence implicates the gut‒liver axis and intestinal permeability in disease pathogenesis. Previous studies in animal models and human cell culture indicated that bile salt hydrolases (BSHs), which are gut bacterial enzymes that deconjugate host-derived bile acids, damage intestinal barrier integrity and cause liver damage through the generation of unconjugated bile acids (UBAs). However, the relevance of these findings to MASLD patients is unknown. Here, we demonstrate that BSH activity is elevated in fecal samples from MASLD patients with advanced liver fibrosis and correlates with reduced fecal bile acid levels, which is consistent with a proposed model of increased intestinal permeability during MASLD progression. Through anaerobic culturing and activity-guided screening, we identify diverse BSH-active bacteria from patient fecal samples, suggesting broad microbial contributions to bile acid deconjugation in MASLD patients. Importantly, small-molecule BSH inhibitors suppressed BSH activity in both fecal communities and monocultures from MASLD patients without affecting bacterial viability. These findings indicate that BSH activity is a microbial function associated with MASLD progression and suggest that BSH inhibitors could be developed as a microbiome-targeted strategy for MASLD treatment.

Long-term management of psoriasis recurrence via modulation of cutaneous microbiome: synergistic topical therapy with blue light and aptamer-functionalized curcumin formulation.
IF 8.1 2区 医学 Q1 PHARMACOLOGY & PHARMACY Pub Date : 2026-12-31 DOI: 10.1080/10717544.2025.2610532

The recurrence following the discontinuation of medication is a formidable challenge in managing psoriasis. Changes in the microbiome accompany the onset of psoriasis relapse, highlighting a potential therapeutic modality. To evaluate the superiority of the topical administration of aptamer-functionalized curcumin mesoporous silica (Apt-GA+Cur@μmS) plus blue light (BL) in restoring dysbiosis and intervening in recurrence in a murine model, a psoriasis relapse murine model with double imiquimod induction was established. With a BL-responsive shell, Apt-GA+Cur@μmS released curcumin (Cur) to assist BL to improve the preventative and therapeutic effects in the psoriasis relapse murine model, as evidenced by the psoriasis area and severity index, histology, splenic index, and dorsal IL-17A level. We also observed a negative correlation between splenic nitric oxide (NO) levels and the splenic index, indicating a possible mechanism by which Apt-GA+Cur@μmS&BL may function in the treatment of splenomegaly. Treatment with Apt-GA+Cur@μmS&BL exhibited a higher alpha diversity than the model group, with levels similar to those of healthy mice, indicating that this combination could adjust the composition of the dorsal microbiome to a healthier state. A reduction in the combined relative abundance of Staphylococcus, Streptococcus, and Corynebacterium as well as restoration of dysbiosis was also verified through 16S rDNA gene sequencing in vivo. Collectively, BL and Apt-GA+Cur@μmS cotherapy alleviates psoriasiform lesions in a double imiquimod-induced murine model by inhibiting IL-17A and increasing splenic NO. Additionally, this cotherapy restores the eubiosis of the dorsal lesions. Thus, it is a promising and innovative therapeutic modality for psoriasis inflammation alleviation and recurrence intervention.

Health and health management among motorcycle-based food delivery workers in South Korea: a qualitative interview study.
IF 2.3 4区 医学 Q2 NURSING Pub Date : 2026-12-31 DOI: 10.1080/17482631.2026.2613971

Purpose: This study aimed to qualitatively examine the daily lives of motorcycle-based food delivery workers, focusing on how they experience, perceive, and interpret their health-related issues.

Methods: Semi-structured in-depth interviews were conducted with nine MFDWs in South Korea between July and September 2024 to explore their perceptions of health. Participants were recruited through purposive and snowball sampling, and data were analyzed using thematic analysis.

Results: Thematic analysis revealed the following key findings: MFDWs' challenging working conditions posed physical and emotional stressors, which contributed to negligent driving and unhealthy habits. Although they recognized traffic accidents as the most critical health risk, they exhibited a tendency toward risky driving behaviors. Unhealthy lifestyles were linked to further health deterioration. While the majority showed a passive attitude toward health management, a few adopted individual strategies to maintain their health.

Conclusions: The findings suggest the need for policy-level attention to mitigate traffic accident risk factors among MFDWs. Larger and more diverse studies are required to confirm these findings and to provide a stronger evidence base for policy recommendations. In addition, delivery applications could be further refined to help reduce occupational risks, and the development of tailored health promotion interventions may support their health and well-being.

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